Blog

Engineering blog

Posts from named authors on probe design, the safety envelope, live-soak transcripts, and the AI SRE repositioning.

From cluster health analyzer to AI SRE.

Why we re-framed Srenix (three new drift-class analyzers + an LLM-classified fixer matcher in the paid tier) and the safety envelope under the new name. Historical post — predates the pre-alpha re-baseline.

Salil Kadam · 2026-05-27 · 7 min

In the queue

· Designing the cloud-probe framework for IRSA / WI / AAD-WI parity
· A live-soak transcript: synthetic ImagePullAuth drift, end-to-end
· Why detect → fix → re-verify is the right loop (and why everyone else stops at "fix")